Pandas Profiling Report

Dataset statistics

Number of variables	34
Number of observations	34393
Missing cells	26727
Missing cells (%)	2.3%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	8.9 MiB
Average record size in memory	272.0 B

Variable types

Numeric	21
Categorical	7
Text	5
DateTime	1

Alerts

`Bleaching_indicator` is highly overall correlated with `Data_Source` and 1 other fields	High correlation
`Data_Source` is highly overall correlated with `Bleaching_indicator` and 4 other fields	High correlation
`Date_Year` is highly overall correlated with `Data_Source` and 1 other fields	High correlation
`Exposure` is highly overall correlated with `Exposure_cat`	High correlation
`Exposure_cat` is highly overall correlated with `Exposure`	High correlation
`Latitude_Degrees` is highly overall correlated with `Realm_Name`	High correlation
`Longitude_Degrees` is highly overall correlated with `Ocean_Name` and 1 other fields	High correlation
`Ocean_Name` is highly overall correlated with `Longitude_Degrees` and 1 other fields	High correlation
`Percent_Bleaching` is highly overall correlated with `Bleaching_indicator` and 1 other fields	High correlation
`Realm_Name` is highly overall correlated with `Latitude_Degrees` and 2 other fields	High correlation
`SSTA` is highly overall correlated with `TSA`	High correlation
`SSTA_DHW` is highly overall correlated with `SSTA_Frequency` and 1 other fields	High correlation
`SSTA_Frequency` is highly overall correlated with `SSTA_DHW` and 1 other fields	High correlation
`Sample_ID` is highly overall correlated with `Data_Source` and 2 other fields	High correlation
`Site_ID` is highly overall correlated with `Substrate_Name`	High correlation
`Substrate_Name` is highly overall correlated with `Data_Source` and 2 other fields	High correlation
`TSA` is highly overall correlated with `SSTA` and 1 other fields	High correlation
`TSA_DHW` is highly overall correlated with `SSTA_DHW` and 1 other fields	High correlation
`TSA_Frequency` is highly overall correlated with `SSTA_Frequency` and 1 other fields	High correlation
`Temperature_C` is highly overall correlated with `TSA`	High correlation
`Data_Source` is highly imbalanced (50.2%)	Imbalance
`Reef_ID` has 11972 (34.8%) missing values	Missing
`City_Town_Name` has 970 (2.8%) missing values	Missing
`Depth_m` has 1677 (4.9%) missing values	Missing
`Substrate_Name` has 12035 (35.0%) missing values	Missing
`Percent_Bleaching` has 16553 (48.1%) zeros	Zeros
`SSTA_Frequency` has 1651 (4.8%) zeros	Zeros
`SSTA_DHW` has 12022 (35.0%) zeros	Zeros
`TSA_Frequency` has 11111 (32.3%) zeros	Zeros
`TSA_DHW` has 23322 (67.8%) zeros	Zeros

Reproduction

Analysis started	2024-06-27 16:24:00.326107
Analysis finished	2024-06-27 16:24:25.438580
Duration	25.11 seconds
Software version	ydata-profiling v0.0.dev0
Download configuration	config.json

Site_ID
Real number (ℝ)

HIGH CORRELATION

Distinct	11047
Distinct (%)	32.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	88533.562

Minimum	1
Maximum	1000060
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	268.8 KiB

Quantile statistics

Minimum	1
5-th percentile	754.6
Q1	3504
median	5972
Q3	8554
95-th percentile	999677
Maximum	1000060
Range	1000059
Interquartile range (IQR)	5050

Descriptive statistics

Standard deviation	274289.19
Coefficient of variation (CV)	3.098138
Kurtosis	7.126568
Mean	88533.562
Median Absolute Deviation (MAD)	2515
Skewness	3.0205811
Sum	3.0449348 × 10⁹
Variance	7.5234562 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3594	90	0.3%
3886	80	0.2%
3031	68	0.2%
8238	68	0.2%
3015	66	0.2%
3579	60	0.2%
3577	58	0.2%
3580	58	0.2%
3582	58	0.2%
3568	56	0.2%
Other values (11037)	33731	98.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	7	< 0.1%
4	22	0.1%
6	8	< 0.1%
7	4	< 0.1%
8	15	< 0.1%
9	6	< 0.1%
10	2	< 0.1%
11	2	< 0.1%
12	20	0.1%

Value	Count	Frequency (%)
1000060	1	< 0.1%
1000059	1	< 0.1%
1000058	1	< 0.1%
1000057	1	< 0.1%
1000056	1	< 0.1%
1000055	1	< 0.1%
1000054	1	< 0.1%
1000053	1	< 0.1%
1000052	1	< 0.1%
1000042	4	< 0.1%

Sample_ID
Real number (ℝ)

HIGH CORRELATION

Distinct	23204
Distinct (%)	67.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10094554

Minimum	9623
Maximum	10331713
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	268.8 KiB

Quantile statistics

Minimum	9623
5-th percentile	10275479
Q1	10311019
median	10316417
Q3	10322107
95-th percentile	10329989
Maximum	10331713
Range	10322090
Interquartile range (IQR)	11088

Descriptive statistics

Standard deviation	1491187.4
Coefficient of variation (CV)	0.14772197
Kurtosis	41.751239
Mean	10094554
Median Absolute Deviation (MAD)	5515
Skewness	-6.6140262
Sum	3.47182 × 10¹¹
Variance	2.22364 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10290623	4	< 0.1%
10308451	2	< 0.1%
10308421	2	< 0.1%
10308422	2	< 0.1%
10308460	2	< 0.1%
10308461	2	< 0.1%
10308462	2	< 0.1%
10308463	2	< 0.1%
10308437	2	< 0.1%
10308438	2	< 0.1%
Other values (23194)	34371	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9623	1	< 0.1%
9624	1	< 0.1%
9625	1	< 0.1%
9626	1	< 0.1%
9627	1	< 0.1%
9628	1	< 0.1%
9629	1	< 0.1%
9630	1	< 0.1%
9631	1	< 0.1%
9632	1	< 0.1%

Value	Count	Frequency (%)
10331713	1	< 0.1%
10331712	1	< 0.1%
10331711	1	< 0.1%
10331710	1	< 0.1%
10331709	1	< 0.1%
10331708	1	< 0.1%
10331707	1	< 0.1%
10331706	1	< 0.1%
10331705	1	< 0.1%
10331704	1	< 0.1%

Data_Source
Categorical

HIGH CORRELATION IMBALANCE

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	268.8 KiB

Reef_Check	22421
Donner	5759
AGRRA	2848
FRRP	2394
Kumagai	660
Other values (4)	311

Length

Max length	10
Median length	10
Mean length	8.4314541
Min length	4

Characters and Unicode

Total characters	289983
Distinct characters	29
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Donner
2nd row	Donner
3rd row	Donner
4th row	Donner
5th row	Donner

Common Values

Value	Count	Frequency (%)
Reef_Check	22421	65.2%
Donner	5759	16.7%
AGRRA	2848	8.3%
FRRP	2394	7.0%
Kumagai	660	1.9%
McClanahan	226	0.7%
Safaie	76	0.2%
Nuryana	5	< 0.1%
Setiawan	4	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
reef_check	22421	65.2%
donner	5759	16.7%
agrra	2848	8.3%
frrp	2394	7.0%
kumagai	660	1.9%
mcclanahan	226	0.7%
safaie	76	0.2%
nuryana	5	< 0.1%
setiawan	4	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
e	73102	25.2%
R	32905	11.3%
C	22647	7.8%
h	22647	7.8%
c	22647	7.8%
f	22497	7.8%
_	22421	7.7%
k	22421	7.7%
n	11979	4.1%
r	5764	2.0%
Other values (19)	30953	10.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	191948	66.2%
Uppercase Letter	75614	26.1%
Connector Punctuation	22421	7.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	73102	38.1%
h	22647	11.8%
c	22647	11.8%
f	22497	11.7%
k	22421	11.7%
n	11979	6.2%
r	5764	3.0%
o	5759	3.0%
a	2168	1.1%
i	740	0.4%
Other values (7)	2224	1.2%

Uppercase Letter

Value	Count	Frequency (%)
R	32905	43.5%
C	22647	30.0%
D	5759	7.6%
A	5696	7.5%
G	2848	3.8%
P	2394	3.2%
F	2394	3.2%
K	660	0.9%
M	226	0.3%
S	80	0.1%

Connector Punctuation

Value	Count	Frequency (%)
_	22421	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	267562	92.3%
Common	22421	7.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	73102	27.3%
R	32905	12.3%
C	22647	8.5%
h	22647	8.5%
c	22647	8.5%
f	22497	8.4%
k	22421	8.4%
n	11979	4.5%
r	5764	2.2%
D	5759	2.2%
Other values (18)	25194	9.4%

Common

Value	Count	Frequency (%)
_	22421	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	289983	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	73102	25.2%
R	32905	11.3%
C	22647	7.8%
h	22647	7.8%
c	22647	7.8%
f	22497	7.8%
_	22421	7.7%
k	22421	7.7%
n	11979	4.1%
r	5764	2.0%
Other values (19)	30953	10.7%

Latitude_Degrees
Real number (ℝ)

HIGH CORRELATION

Distinct	9729
Distinct (%)	28.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.0320593

Minimum	-28.8645
Maximum	36.75
Zeros	0
Zeros (%)	0.0%
Negative	8866
Negative (%)	25.8%
Memory size	268.8 KiB

Quantile statistics

Minimum	-28.8645
5-th percentile	-20.7847
Q1	-3.8532
median	11.3003
Q3	20.4402
95-th percentile	26.25864
Maximum	36.75
Range	65.6145
Interquartile range (IQR)	24.2934

Descriptive statistics

Standard deviation	15.791164
Coefficient of variation (CV)	1.9660168
Kurtosis	-0.7865087
Mean	8.0320593
Median Absolute Deviation (MAD)	9.8703
Skewness	-0.64387534
Sum	276246.61
Variance	249.36085
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-16.4994	90	0.3%
-16.5353	82	0.2%
-8.3376	80	0.2%
18.707	74	0.2%
12.2186	74	0.2%
28.5575	68	0.2%
10.1228	68	0.2%
28.437	66	0.2%
-16.5424	60	0.2%
18.724	59	0.2%
Other values (9719)	33672	97.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-28.8645	2	< 0.1%
-28.7001	1	< 0.1%
-28.6591	1	< 0.1%
-28.4643	1	< 0.1%
-28.1625	2	< 0.1%
-28.1092	16	< 0.1%
-27.9867	2	< 0.1%
-27.9397	20	0.1%
-27.9369	6	< 0.1%
-27.9067	2	< 0.1%

Value	Count	Frequency (%)
36.75	1	< 0.1%
35.7446	1	< 0.1%
35.3056	1	< 0.1%
35.2411	1	< 0.1%
35.2344	1	< 0.1%
35.1967	1	< 0.1%
35.1966	1	< 0.1%
35.1946	1	< 0.1%
35.1368	1	< 0.1%
35.1354	1	< 0.1%

Longitude_Degrees
Real number (ℝ)

HIGH CORRELATION

Distinct	9650
Distinct (%)	28.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	27.424467

Minimum	-179.8594
Maximum	179.9645
Zeros	0
Zeros (%)	0.0%
Negative	15035
Negative (%)	43.7%
Memory size	268.8 KiB

Quantile statistics

Minimum	-179.8594
5-th percentile	-88.5104
Q1	-80.0894
median	56.3639
Q3	119.7991
95-th percentile	164.9806
Maximum	179.9645
Range	359.8239
Interquartile range (IQR)	199.8885

Descriptive statistics

Standard deviation	104.57741
Coefficient of variation (CV)	3.8132886
Kurtosis	-1.6174055
Mean	27.424467
Median Absolute Deviation (MAD)	96.7878
Skewness	-0.16223223
Sum	943209.68
Variance	10936.434
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
99.835	120	0.3%
-151.784	90	0.3%
116.0376	80	0.2%
34.5239	68	0.2%
-87.704	67	0.2%
34.4593	66	0.2%
-151.727	60	0.2%
-151.7408	58	0.2%
-151.7887	58	0.2%
-151.7284	58	0.2%
Other values (9640)	33668	97.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-179.8594	2	< 0.1%
-179.8481	14	< 0.1%
-179.4949	2	< 0.1%
-179.4872	2	< 0.1%
-179.3358	2	< 0.1%
-178.595	4	< 0.1%
-177.35	1	< 0.1%
-176.6	4	< 0.1%
-176.4667	3	< 0.1%
-175.83	1	< 0.1%

Value	Count	Frequency (%)
179.9645	10	< 0.1%
179.9498	4	< 0.1%
179.9453	2	< 0.1%
179.9444	2	< 0.1%
179.9442	16	< 0.1%
179.9438	2	< 0.1%
179.933	1	< 0.1%
179.9298	4	< 0.1%
179.9295	2	< 0.1%
179.9013	32	0.1%

Ocean_Name
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	268.8 KiB

Pacific	17347
Atlantic	13313
Indian	2322
Red Sea	1042
Arabian Gulf	369

Length

Max length	12
Median length	7
Mean length	7.3732155
Min length	6

Characters and Unicode

Total characters	253587
Distinct characters	19
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Atlantic
2nd row	Pacific
3rd row	Atlantic
4th row	Atlantic
5th row	Atlantic

Common Values

Value	Count	Frequency (%)
Pacific	17347	50.4%
Atlantic	13313	38.7%
Indian	2322	6.8%
Red Sea	1042	3.0%
Arabian Gulf	369	1.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
pacific	17347	48.4%
atlantic	13313	37.2%
indian	2322	6.5%
red	1042	2.9%
sea	1042	2.9%
arabian	369	1.0%
gulf	369	1.0%

Most occurring characters

Value	Count	Frequency (%)
i	50698	20.0%
c	48007	18.9%
a	34762	13.7%
t	26626	10.5%
n	18326	7.2%
f	17716	7.0%
P	17347	6.8%
A	13682	5.4%
l	13682	5.4%
d	3364	1.3%
Other values (9)	9377	3.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	216372	85.3%
Uppercase Letter	35804	14.1%
Space Separator	1411	0.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	50698	23.4%
c	48007	22.2%
a	34762	16.1%
t	26626	12.3%
n	18326	8.5%
f	17716	8.2%
l	13682	6.3%
d	3364	1.6%
e	2084	1.0%
r	369	0.2%
Other values (2)	738	0.3%

Uppercase Letter

Value	Count	Frequency (%)
P	17347	48.4%
A	13682	38.2%
I	2322	6.5%
R	1042	2.9%
S	1042	2.9%
G	369	1.0%

Space Separator

Value	Count	Frequency (%)
	1411	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	252176	99.4%
Common	1411	0.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	50698	20.1%
c	48007	19.0%
a	34762	13.8%
t	26626	10.6%
n	18326	7.3%
f	17716	7.0%
P	17347	6.9%
A	13682	5.4%
l	13682	5.4%
d	3364	1.3%
Other values (8)	7966	3.2%

Common

Value	Count	Frequency (%)
	1411	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	253587	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	50698	20.0%
c	48007	18.9%
a	34762	13.7%
t	26626	10.5%
n	18326	7.2%
f	17716	7.0%
P	17347	6.8%
A	13682	5.4%
l	13682	5.4%
d	3364	1.3%
Other values (9)	9377	3.7%

Reef_ID
Text

MISSING

Distinct	4102
Distinct (%)	18.3%
Missing	11972
Missing (%)	34.8%
Memory size	268.8 KiB

Length

Max length	27
Median length	25
Mean length	20.503055
Min length	5

Characters and Unicode

Total characters	459699
Distinct characters	62
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	14 ?
Unique (%)	0.1%

Sample

1st row	146.52.850E.19.07.313S
2nd row	146.52.850E.19.07.313S
3rd row	146.57.22.5E.18.57.21.8S
4th row	146.57.22.5E.18.57.21.8S
5th row	146.57.375E.18.57.364S

Value	Count	Frequency (%)
151.47.039w.16.29.965s	90	0.4%
116.2.15.5e.8.20.15.5s	80	0.4%
34.31.26e.28.33.26.9n	68	0.3%
99.50.099e.10.7.366n	68	0.3%
34.27.560e.28.26.221n	66	0.3%
151.43.621w.16.32.544s	60	0.3%
151.43.706w.16.32.117s	58	0.3%
151.44.447w.16.32.562s	58	0.3%
151.47.324w.16.32.380s	58	0.3%
151.43.791w.16.32.087s	56	0.2%
Other values (4094)	21771	97.0%

Most occurring characters

Value	Count	Frequency (%)
.	116518	25.3%
1	56917	12.4%
2	36014	7.8%
5	32157	7.0%
4	31277	6.8%
3	29259	6.4%
6	23374	5.1%
8	21197	4.6%
7	20339	4.4%
0	19911	4.3%
Other values (52)	72736	15.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	288663	62.8%
Other Punctuation	116518	25.3%
Uppercase Letter	46879	10.2%
Lowercase Letter	7627	1.7%
Space Separator	12	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
E	16166	34.5%
N	15595	33.3%
S	8073	17.2%
W	5415	11.6%
M	240	0.5%
T	213	0.5%
L	182	0.4%
P	118	0.3%
I	117	0.2%
B	109	0.2%
Other values (15)	651	1.4%

Lowercase Letter

Value	Count	Frequency (%)
a	1081	14.2%
e	730	9.6%
o	715	9.4%
u	648	8.5%
t	646	8.5%
n	511	6.7%
i	462	6.1%
s	461	6.0%
r	383	5.0%
h	338	4.4%
Other values (15)	1652	21.7%

Decimal Number

Value	Count	Frequency (%)
1	56917	19.7%
2	36014	12.5%
5	32157	11.1%
4	31277	10.8%
3	29259	10.1%
6	23374	8.1%
8	21197	7.3%
7	20339	7.0%
0	19911	6.9%
9	18218	6.3%

Other Punctuation

Value	Count	Frequency (%)
.	116518	100.0%

Space Separator

Value	Count	Frequency (%)
	12	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	405193	88.1%
Latin	54506	11.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
E	16166	29.7%
N	15595	28.6%
S	8073	14.8%
W	5415	9.9%
a	1081	2.0%
e	730	1.3%
o	715	1.3%
u	648	1.2%
t	646	1.2%
n	511	0.9%
Other values (40)	4926	9.0%

Common

Value	Count	Frequency (%)
.	116518	28.8%
1	56917	14.0%
2	36014	8.9%
5	32157	7.9%
4	31277	7.7%
3	29259	7.2%
6	23374	5.8%
8	21197	5.2%
7	20339	5.0%
0	19911	4.9%
Other values (2)	18230	4.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	459699	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	116518	25.3%
1	56917	12.4%
2	36014	7.8%
5	32157	7.0%
4	31277	6.8%
3	29259	6.4%
6	23374	5.1%
8	21197	4.6%
7	20339	4.4%
0	19911	4.3%
Other values (52)	72736	15.8%

Realm_Name
Categorical

HIGH CORRELATION

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	268.8 KiB

Central Indo-Pacific	14779
Tropical Atlantic	13299
Western Indo-Pacific	3486
Eastern Indo-Pacific	1677
Temperate Australasia	536
Other values (3)	616

Length

Max length	27
Median length	20
Mean length	18.957957
Min length	17

Characters and Unicode

Total characters	652021
Distinct characters	26
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Tropical Atlantic
2nd row	Eastern Indo-Pacific
3rd row	Tropical Atlantic
4th row	Tropical Atlantic
5th row	Tropical Atlantic

Common Values

Value	Count	Frequency (%)
Central Indo-Pacific	14779	43.0%
Tropical Atlantic	13299	38.7%
Western Indo-Pacific	3486	10.1%
Eastern Indo-Pacific	1677	4.9%
Temperate Australasia	536	1.6%
Temperate Northern Pacific	508	1.5%
Tropical Eastern Pacific	94	0.3%
Temperate Northern Atlantic	14	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
indo-pacific	19942	28.7%
central	14779	21.3%
tropical	13393	19.3%
atlantic	13313	19.2%
western	3486	5.0%
eastern	1771	2.6%
temperate	1058	1.5%
pacific	602	0.9%
australasia	536	0.8%
northern	522	0.8%

Most occurring characters

Value	Count	Frequency (%)
i	68330	10.5%
c	67794	10.4%
a	66466	10.2%
n	53813	8.3%
t	48778	7.5%
l	42021	6.4%
r	36067	5.5%
	35009	5.4%
o	33857	5.2%
e	27218	4.2%
Other values (16)	172668	26.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	507726	77.9%
Uppercase Letter	89344	13.7%
Space Separator	35009	5.4%
Dash Punctuation	19942	3.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	68330	13.5%
c	67794	13.4%
a	66466	13.1%
n	53813	10.6%
t	48778	9.6%
l	42021	8.3%
r	36067	7.1%
o	33857	6.7%
e	27218	5.4%
f	20544	4.0%
Other values (6)	42838	8.4%

Uppercase Letter

Value	Count	Frequency (%)
P	20544	23.0%
I	19942	22.3%
C	14779	16.5%
T	14451	16.2%
A	13849	15.5%
W	3486	3.9%
E	1771	2.0%
N	522	0.6%

Space Separator

Value	Count	Frequency (%)
	35009	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	19942	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	597070	91.6%
Common	54951	8.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	68330	11.4%
c	67794	11.4%
a	66466	11.1%
n	53813	9.0%
t	48778	8.2%
l	42021	7.0%
r	36067	6.0%
o	33857	5.7%
e	27218	4.6%
f	20544	3.4%
Other values (14)	132182	22.1%

Common

Value	Count	Frequency (%)
	35009	63.7%
-	19942	36.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	652021	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	68330	10.5%
c	67794	10.4%
a	66466	10.2%
n	53813	8.3%
t	48778	7.5%
l	42021	6.4%
r	36067	5.5%
	35009	5.4%
o	33857	5.2%
e	27218	4.2%
Other values (16)	172668	26.5%

Ecoregion_Name
Text

Distinct	113
Distinct (%)	0.3%
Missing	3
Missing (%)	< 0.1%
Memory size	268.8 KiB

Length

Max length	52
Median length	42
Mean length	23.412504
Min length	4

Characters and Unicode

Total characters	805156
Distinct characters	50
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	7 ?
Unique (%)	< 0.1%

Sample

1st row	Cuba and Cayman Islands
2nd row	Society Islands French Polynesia
3rd row	Hispaniola Puerto Rico and Lesser Antilles
4th row	Hispaniola Puerto Rico and Lesser Antilles
5th row	Hispaniola Puerto Rico and Lesser Antilles

Value	Count	Frequency (%)
and	16973	13.6%
islands	5290	4.2%
sea	5090	4.1%
caribbean	4352	3.5%
bahamas	3988	3.2%
keys	3988	3.2%
florida	3988	3.2%
west	3822	3.1%
south-east	3770	3.0%
belize	3749	3.0%
Other values (172)	70193	56.1%

Most occurring characters

Value	Count	Frequency (%)
a	102578	12.7%
	90813	11.3%
e	70698	8.8%
n	58317	7.2%
s	52492	6.5%
i	45068	5.6%
l	38610	4.8%
r	35986	4.5%
d	34235	4.3%
t	33687	4.2%
Other values (40)	242672	30.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	614502	76.3%
Uppercase Letter	95931	11.9%
Space Separator	90813	11.3%
Dash Punctuation	3910	0.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	102578	16.7%
e	70698	11.5%
n	58317	9.5%
s	52492	8.5%
i	45068	7.3%
l	38610	6.3%
r	35986	5.9%
d	34235	5.6%
t	33687	5.5%
o	32009	5.2%
Other values (16)	110822	18.0%

Uppercase Letter

Value	Count	Frequency (%)
S	17779	18.5%
B	11361	11.8%
C	9045	9.4%
A	7022	7.3%
R	6402	6.7%
F	6335	6.6%
P	5967	6.2%
I	5598	5.8%
K	5204	5.4%
H	3573	3.7%
Other values (12)	17645	18.4%

Space Separator

Value	Count	Frequency (%)
	90813	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3910	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	710433	88.2%
Common	94723	11.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	102578	14.4%
e	70698	10.0%
n	58317	8.2%
s	52492	7.4%
i	45068	6.3%
l	38610	5.4%
r	35986	5.1%
d	34235	4.8%
t	33687	4.7%
o	32009	4.5%
Other values (38)	206753	29.1%

Common

Value	Count	Frequency (%)
	90813	95.9%
-	3910	4.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	805156	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	102578	12.7%
	90813	11.3%
e	70698	8.8%
n	58317	7.2%
s	52492	6.5%
i	45068	5.6%
l	38610	4.8%
r	35986	4.5%
d	34235	4.3%
t	33687	4.2%
Other values (40)	242672	30.1%

Country_Name
Text

Distinct	89
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	268.8 KiB

Length

Max length	44
Median length	21
Mean length	9.2324019
Min length	4

Characters and Unicode

Total characters	317530
Distinct characters	50
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	Cuba
2nd row	French Polynesia
3rd row	United Kingdom
4th row	United States
5th row	United States

Value	Count	Frequency (%)
united	4478	10.1%
states	4369	9.8%
malaysia	4240	9.5%
australia	2622	5.9%
mexico	2068	4.6%
indonesia	1745	3.9%
philippines	1731	3.9%
french	1360	3.1%
polynesia	1360	3.1%
jamaica	1077	2.4%
Other values (107)	19461	43.7%

Most occurring characters

Value	Count	Frequency (%)
a	48491	15.3%
i	34591	10.9%
e	25431	8.0%
n	23484	7.4%
s	20979	6.6%
t	19815	6.2%
l	15891	5.0%
d	11580	3.6%
	10118	3.2%
o	9880	3.1%
Other values (40)	97270	30.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	263701	83.0%
Uppercase Letter	43675	13.8%
Space Separator	10118	3.2%
Other Punctuation	36	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	48491	18.4%
i	34591	13.1%
e	25431	9.6%
n	23484	8.9%
s	20979	8.0%
t	19815	7.5%
l	15891	6.0%
d	11580	4.4%
o	9880	3.7%
r	7872	3.0%
Other values (16)	45687	17.3%

Uppercase Letter

Value	Count	Frequency (%)
M	7485	17.1%
S	5157	11.8%
U	4478	10.3%
P	3619	8.3%
A	3321	7.6%
F	3185	7.3%
C	2562	5.9%
I	2341	5.4%
J	2075	4.8%
B	2004	4.6%
Other values (12)	7448	17.1%

Space Separator

Value	Count	Frequency (%)
	10118	100.0%

Other Punctuation

Value	Count	Frequency (%)
&	36	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	307376	96.8%
Common	10154	3.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	48491	15.8%
i	34591	11.3%
e	25431	8.3%
n	23484	7.6%
s	20979	6.8%
t	19815	6.4%
l	15891	5.2%
d	11580	3.8%
o	9880	3.2%
r	7872	2.6%
Other values (38)	89362	29.1%

Common

Value	Count	Frequency (%)
	10118	99.6%
&	36	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	317530	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	48491	15.3%
i	34591	10.9%
e	25431	8.0%
n	23484	7.4%
s	20979	6.6%
t	19815	6.2%
l	15891	5.0%
d	11580	3.6%
	10118	3.2%
o	9880	3.1%
Other values (40)	97270	30.6%

State_Island_Province_Name
Text

Distinct	441
Distinct (%)	1.3%
Missing	68
Missing (%)	0.2%
Memory size	268.8 KiB

Length

Max length	43
Median length	33
Mean length	11.785171
Min length	3

Characters and Unicode

Total characters	404526
Distinct characters	57
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	59 ?
Unique (%)	0.2%

Sample

1st row	Havana
2nd row	Society Islands
3rd row	British Virgin Islands
4th row	US Virgin Islands
5th row	US Virgin Islands

Value	Count	Frequency (%)
islands	3521	5.8%
florida	3197	5.3%
queensland	2441	4.0%
roo	2050	3.4%
quintana	2050	3.4%
sabah	2007	3.3%
province	1598	2.6%
society	1261	2.1%
parish	1242	2.1%
governorate	1241	2.1%
Other values (515)	39787	65.9%

Most occurring characters

Value	Count	Frequency (%)
a	51386	12.7%
n	32933	8.1%
e	28355	7.0%
o	26301	6.5%
	26070	6.4%
i	25716	6.4%
r	23195	5.7%
s	19695	4.9%
l	17529	4.3%
t	16503	4.1%
Other values (47)	136843	33.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	316082	78.1%
Uppercase Letter	61307	15.2%
Space Separator	26070	6.4%
Other Punctuation	648	0.2%
Dash Punctuation	289	0.1%
Open Punctuation	65	< 0.1%
Close Punctuation	65	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	51386	16.3%
n	32933	10.4%
e	28355	9.0%
o	26301	8.3%
i	25716	8.1%
r	23195	7.3%
s	19695	6.2%
l	17529	5.5%
t	16503	5.2%
u	15390	4.9%
Other values (16)	59079	18.7%

Uppercase Letter

Value	Count	Frequency (%)
S	8975	14.6%
P	4731	7.7%
Q	4555	7.4%
R	4161	6.8%
I	4117	6.7%
C	3571	5.8%
F	3385	5.5%
B	3287	5.4%
T	3277	5.3%
A	3113	5.1%
Other values (15)	18135	29.6%

Other Punctuation

Value	Count	Frequency (%)
.	587	90.6%
'	61	9.4%

Space Separator

Value	Count	Frequency (%)
	26070	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	289	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	65	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	65	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	377389	93.3%
Common	27137	6.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	51386	13.6%
n	32933	8.7%
e	28355	7.5%
o	26301	7.0%
i	25716	6.8%
r	23195	6.1%
s	19695	5.2%
l	17529	4.6%
t	16503	4.4%
u	15390	4.1%
Other values (41)	120386	31.9%

Common

Value	Count	Frequency (%)
	26070	96.1%
.	587	2.2%
-	289	1.1%
(	65	0.2%
)	65	0.2%
'	61	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	404526	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	51386	12.7%
n	32933	8.1%
e	28355	7.0%
o	26301	6.5%
	26070	6.4%
i	25716	6.4%
r	23195	5.7%
s	19695	4.9%
l	17529	4.3%
t	16503	4.1%
Other values (47)	136843	33.8%

City_Town_Name
Text

MISSING

Distinct	1703
Distinct (%)	5.1%
Missing	970
Missing (%)	2.8%
Memory size	268.8 KiB

Length

Max length	55
Median length	34
Mean length	12.4683
Min length	2

Characters and Unicode

Total characters	416728
Distinct characters	66
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	500 ?
Unique (%)	1.5%

Sample

1st row	Havana
2nd row	Moorea
3rd row	Peter Island
4th row	St. Croix
5th row	St. Croix

Value	Count	Frequency (%)
island	3201	4.8%
county	3197	4.8%
bora	2128	3.2%
monroe	1963	2.9%
islands	1773	2.7%
regency	1550	2.3%
district	1331	2.0%
reef	1315	2.0%
park	1085	1.6%
othon	1080	1.6%
Other values (1872)	48240	72.1%

Most occurring characters

Value	Count	Frequency (%)
a	49812	12.0%
	33440	8.0%
n	31169	7.5%
o	29312	7.0%
e	27349	6.6%
r	23877	5.7%
i	18930	4.5%
l	18208	4.4%
t	18011	4.3%
s	16204	3.9%
Other values (56)	150416	36.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	312563	75.0%
Uppercase Letter	67394	16.2%
Space Separator	33440	8.0%
Other Punctuation	1892	0.5%
Dash Punctuation	1388	0.3%
Decimal Number	51	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	49812	15.9%
n	31169	10.0%
o	29312	9.4%
e	27349	8.7%
r	23877	7.6%
i	18930	6.1%
l	18208	5.8%
t	18011	5.8%
s	16204	5.2%
u	15837	5.1%
Other values (17)	63854	20.4%

Uppercase Letter

Value	Count	Frequency (%)
C	8402	12.5%
B	7428	11.0%
M	7068	10.5%
P	5324	7.9%
I	5318	7.9%
S	4104	6.1%
R	3850	5.7%
D	3359	5.0%
K	3094	4.6%
A	2993	4.4%
Other values (16)	16454	24.4%

Decimal Number

Value	Count	Frequency (%)
1	15	29.4%
0	14	27.5%
3	10	19.6%
5	9	17.6%
7	1	2.0%
8	1	2.0%
9	1	2.0%

Other Punctuation

Value	Count	Frequency (%)
.	1404	74.2%
'	441	23.3%
/	45	2.4%
&	2	0.1%

Space Separator

Value	Count	Frequency (%)
	33440	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1388	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	379957	91.2%
Common	36771	8.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	49812	13.1%
n	31169	8.2%
o	29312	7.7%
e	27349	7.2%
r	23877	6.3%
i	18930	5.0%
l	18208	4.8%
t	18011	4.7%
s	16204	4.3%
u	15837	4.2%
Other values (43)	131248	34.5%

Common

Value	Count	Frequency (%)
	33440	90.9%
.	1404	3.8%
-	1388	3.8%
'	441	1.2%
/	45	0.1%
1	15	< 0.1%
0	14	< 0.1%
3	10	< 0.1%
5	9	< 0.1%
&	2	< 0.1%
Other values (3)	3	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	416727	> 99.9%
Latin Ext Additional	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	49812	12.0%
	33440	8.0%
n	31169	7.5%
o	29312	7.0%
e	27349	6.6%
r	23877	5.7%
i	18930	4.5%
l	18208	4.4%
t	18011	4.3%
s	16204	3.9%
Other values (55)	150415	36.1%

Latin Ext Additional

Value	Count	Frequency (%)
ầ	1	100.0%

Distance_to_Shore
Real number (ℝ)

Distinct	10538
Distinct (%)	30.6%
Missing	2
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	3678.3364

Minimum	3.2
Maximum	299218.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	268.8 KiB

Quantile statistics

Minimum	3.2
5-th percentile	36.61
Q1	126.66
median	478.09
Q3	1844.54
95-th percentile	13270.8
Maximum	299218.5
Range	299215.3
Interquartile range (IQR)	1717.88

Descriptive statistics

Standard deviation	13402.698
Coefficient of variation (CV)	3.6436848
Kurtosis	114.80516
Mean	3678.3364
Median Absolute Deviation (MAD)	412.87
Skewness	9.3048284
Sum	1.2650167 × 10⁸
Variance	1.7963232 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
953.11	90	0.3%
158.91	80	0.2%
79.08	72	0.2%
31.89	68	0.2%
182.74	68	0.2%
116.09	60	0.2%
365.35	58	0.2%
2350.5	58	0.2%
357.92	58	0.2%
882.08	56	0.2%
Other values (10528)	33723	98.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3.2	1	< 0.1%
3.68	2	< 0.1%
3.74	2	< 0.1%
3.79	2	< 0.1%
3.83	2	< 0.1%
3.85	1	< 0.1%
4.01	4	< 0.1%
4.45	1	< 0.1%
4.59	3	< 0.1%
4.61	4	< 0.1%

Value	Count	Frequency (%)
299218.5	1	< 0.1%
281663.76	1	< 0.1%
238898.44	1	< 0.1%
235442.75	1	< 0.1%
233970.5	1	< 0.1%
233763.64	1	< 0.1%
230967.11	1	< 0.1%
230192.64	1	< 0.1%
228892.5	1	< 0.1%
226662.83	1	< 0.1%

Exposure
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	268.8 KiB

Sheltered	19394
Exposed	12225
Sometimes	2774

Length

Max length	9
Median length	9
Mean length	8.2890995
Min length	7

Characters and Unicode

Total characters	285087
Distinct characters	14
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Exposed
2nd row	Exposed
3rd row	Exposed
4th row	Exposed
5th row	Exposed

Common Values

Value	Count	Frequency (%)
Sheltered	19394	56.4%
Exposed	12225	35.5%
Sometimes	2774	8.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
sheltered	19394	56.4%
exposed	12225	35.5%
sometimes	2774	8.1%

Most occurring characters

Value	Count	Frequency (%)
e	75955	26.6%
d	31619	11.1%
S	22168	7.8%
t	22168	7.8%
h	19394	6.8%
l	19394	6.8%
r	19394	6.8%
o	14999	5.3%
s	14999	5.3%
E	12225	4.3%
Other values (4)	32772	11.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	250694	87.9%
Uppercase Letter	34393	12.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	75955	30.3%
d	31619	12.6%
t	22168	8.8%
h	19394	7.7%
l	19394	7.7%
r	19394	7.7%
o	14999	6.0%
s	14999	6.0%
x	12225	4.9%
p	12225	4.9%
Other values (2)	8322	3.3%

Uppercase Letter

Value	Count	Frequency (%)
S	22168	64.5%
E	12225	35.5%

Most occurring scripts

Value	Count	Frequency (%)
Latin	285087	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	75955	26.6%
d	31619	11.1%
S	22168	7.8%
t	22168	7.8%
h	19394	6.8%
l	19394	6.8%
r	19394	6.8%
o	14999	5.3%
s	14999	5.3%
E	12225	4.3%
Other values (4)	32772	11.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	285087	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	75955	26.6%
d	31619	11.1%
S	22168	7.8%
t	22168	7.8%
h	19394	6.8%
l	19394	6.8%
r	19394	6.8%
o	14999	5.3%
s	14999	5.3%
E	12225	4.3%
Other values (4)	32772	11.5%

Turbidity
Real number (ℝ)

Distinct	1470
Distinct (%)	4.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.075649958

Minimum	0.0176
Maximum	1.2845
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	268.8 KiB

Quantile statistics

Minimum	0.0176
5-th percentile	0.0271
Q1	0.0396
median	0.057
Q3	0.0843
95-th percentile	0.1942
Maximum	1.2845
Range	1.2669
Interquartile range (IQR)	0.0447

Descriptive statistics

Standard deviation	0.061738099
Coefficient of variation (CV)	0.81610223
Kurtosis	35.497554
Mean	0.075649958
Median Absolute Deviation (MAD)	0.0207
Skewness	3.8660842
Sum	2601.829
Variance	0.0038115929
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0261	335	1.0%
0.0279	298	0.9%
0.0353	286	0.8%
0.0273	277	0.8%
0.0286	275	0.8%
0.0395	262	0.8%
0.0442	242	0.7%
0.0513	230	0.7%
0.028	230	0.7%
0.0278	205	0.6%
Other values (1460)	31753	92.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0176	3	< 0.1%
0.0196	1	< 0.1%
0.0202	4	< 0.1%
0.0204	5	< 0.1%
0.0205	1	< 0.1%
0.0208	6	< 0.1%
0.0209	1	< 0.1%
0.0214	31	0.1%
0.0215	1	< 0.1%
0.0216	5	< 0.1%

Value	Count	Frequency (%)
1.2845	1	< 0.1%
1.1635	8	< 0.1%
0.9785	1	< 0.1%
0.8039	1	< 0.1%
0.7188	3	< 0.1%
0.6108	1	< 0.1%
0.5804	1	< 0.1%
0.5246	1	< 0.1%
0.5181	1	< 0.1%
0.5143	1	< 0.1%

Cyclone_Frequency
Real number (ℝ)

Distinct	1623
Distinct (%)	4.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	52.337829

Minimum	18.31
Maximum	105.8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	268.8 KiB

Quantile statistics

Minimum	18.31
5-th percentile	41.4
Q1	47.94
median	51.41
Q3	56.14
95-th percentile	65.38
Maximum	105.8
Range	87.49
Interquartile range (IQR)	8.2

Descriptive statistics

Standard deviation	7.6058057
Coefficient of variation (CV)	0.14532138
Kurtosis	3.7176622
Mean	52.337829
Median Absolute Deviation (MAD)	3.73
Skewness	0.86488041
Sum	1800055
Variance	57.84828
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
49.1	720	2.1%
52.33	485	1.4%
47.94	419	1.2%
49.45	369	1.1%
54.44	327	1.0%
47.39	311	0.9%
49.54	280	0.8%
47.68	277	0.8%
56.63	271	0.8%
49.62	256	0.7%
Other values (1613)	30678	89.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
18.31	1	< 0.1%
19.86	23	0.1%
21.71	3	< 0.1%
21.8	1	< 0.1%
23.07	1	< 0.1%
25.13	1	< 0.1%
25.23	4	< 0.1%
25.3	2	< 0.1%
25.9	3	< 0.1%
26.03	5	< 0.1%

Value	Count	Frequency (%)
105.8	1	< 0.1%
102.37	1	< 0.1%
99.43	5	< 0.1%
99.22	2	< 0.1%
94.95	7	< 0.1%
92.3	52	0.2%
91.11	6	< 0.1%
88.72	11	< 0.1%
88.08	54	0.2%
87.59	1	< 0.1%

Date_Day
Real number (ℝ)

Distinct	31
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15.87576

Minimum	1
Maximum	31
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	268.8 KiB

Quantile statistics

Minimum	1
5-th percentile	3
Q1	10
median	15
Q3	22
95-th percentile	29
Maximum	31
Range	30
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	7.7612597
Coefficient of variation (CV)	0.48887485
Kurtosis	-0.75189437
Mean	15.87576
Median Absolute Deviation (MAD)	6
Skewness	0.050980135
Sum	546015
Variance	60.237152
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
15	6820	19.8%
10	1091	3.2%
9	1044	3.0%
13	1044	3.0%
21	1034	3.0%
20	1034	3.0%
19	1022	3.0%
14	1015	3.0%
12	1013	2.9%
23	997	2.9%
Other values (21)	18279	53.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	807	2.3%
2	764	2.2%
3	693	2.0%
4	732	2.1%
5	785	2.3%
6	907	2.6%
7	976	2.8%
8	962	2.8%
9	1044	3.0%
10	1091	3.2%

Value	Count	Frequency (%)
31	479	1.4%
30	851	2.5%
29	915	2.7%
28	890	2.6%
27	960	2.8%
26	896	2.6%
25	968	2.8%
24	918	2.7%
23	997	2.9%
22	982	2.9%

Date_Month
Real number (ℝ)

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.9198965

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	268.8 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	5
median	7
Q3	9
95-th percentile	11
Maximum	12
Range	11
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.9087179
Coefficient of variation (CV)	0.42034124
Kurtosis	-0.94141907
Mean	6.9198965
Median Absolute Deviation (MAD)	2
Skewness	-0.17290549
Sum	237996
Variance	8.4606395
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
9	4740	13.8%
8	4684	13.6%
5	3535	10.3%
10	3155	9.2%
6	3068	8.9%
3	3009	8.7%
7	2974	8.6%
4	2828	8.2%
11	2450	7.1%
12	1517	4.4%
Other values (2)	2433	7.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	946	2.8%
2	1487	4.3%
3	3009	8.7%
4	2828	8.2%
5	3535	10.3%
6	3068	8.9%
7	2974	8.6%
8	4684	13.6%
9	4740	13.8%
10	3155	9.2%

Value	Count	Frequency (%)
12	1517	4.4%
11	2450	7.1%
10	3155	9.2%
9	4740	13.8%
8	4684	13.6%
7	2974	8.6%
6	3068	8.9%
5	3535	10.3%
4	2828	8.2%
3	3009	8.7%

Date_Year
Real number (ℝ)

HIGH CORRELATION

Distinct	34
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2008.8082

Minimum	1983
Maximum	2019
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	268.8 KiB

Quantile statistics

Minimum	1983
5-th percentile	1999
Q1	2005
median	2008
Q3	2014
95-th percentile	2018
Maximum	2019
Range	36
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	5.6903919
Coefficient of variation (CV)	0.0028327204
Kurtosis	-0.61552488
Mean	2008.8082
Median Absolute Deviation (MAD)	4
Skewness	-0.0088067239
Sum	69088939
Variance	32.38056
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=34)

Value	Count	Frequency (%)
2005	3983	11.6%
2006	2792	8.1%
2009	1956	5.7%
2008	1918	5.6%
2016	1811	5.3%
2004	1710	5.0%
2003	1664	4.8%
2010	1632	4.7%
2017	1583	4.6%
2007	1561	4.5%
Other values (24)	13783	40.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1983	15	< 0.1%
1986	3	< 0.1%
1987	17	< 0.1%
1988	6	< 0.1%
1990	3	< 0.1%
1991	7	< 0.1%
1992	8	< 0.1%
1993	9	< 0.1%
1994	19	0.1%
1995	6	< 0.1%

Value	Count	Frequency (%)
2019	1174	3.4%
2018	1243	3.6%
2017	1583	4.6%
2016	1811	5.3%
2015	1559	4.5%
2014	1409	4.1%
2013	1521	4.4%
2012	1402	4.1%
2011	1357	3.9%
2010	1632	4.7%

Depth_m
Real number (ℝ)

MISSING

Distinct	461
Distinct (%)	1.4%
Missing	1677
Missing (%)	4.9%
Infinite	0
Infinite (%)	0.0%
Mean	7.0575844

Minimum	0
Maximum	50.3
Zeros	16
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	268.8 KiB

Quantile statistics

Minimum	0
5-th percentile	1.5
Q1	4
median	6
Q3	10
95-th percentile	14.7
Maximum	50.3
Range	50.3
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	4.2357235
Coefficient of variation (CV)	0.60016619
Kurtosis	4.3875008
Mean	7.0575844
Median Absolute Deviation (MAD)	3
Skewness	1.2725168
Sum	230895.93
Variance	17.941354
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5	3510	10.2%
10	3470	10.1%
3	2172	6.3%
6	2120	6.2%
4	1388	4.0%
8	1148	3.3%
12	1135	3.3%
7	1106	3.2%
2	1056	3.1%
1	860	2.5%
Other values (451)	14751	42.9%
(Missing)	1677	4.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	16	< 0.1%
0.1	13	< 0.1%
0.2	5	< 0.1%
0.3	19	0.1%
0.4	15	< 0.1%
0.5	71	0.2%
0.52	1	< 0.1%
0.6	38	0.1%
0.65	2	< 0.1%
0.7	48	0.1%

Value	Count	Frequency (%)
50.3	1	< 0.1%
50	1	< 0.1%
42.7	1	< 0.1%
42	1	< 0.1%
40	4	< 0.1%
39.6	1	< 0.1%
39	11	< 0.1%
36	7	< 0.1%
33	8	< 0.1%
30.3	1	< 0.1%

Substrate_Name
Categorical

HIGH CORRELATION MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	12035
Missing (%)	35.0%
Memory size	268.8 KiB

Hard Coral	11179
Nutrient Indicator Algae	10961
Fleshy Seaweed	218

Length

Max length	24
Median length	19
Mean length	16.902496
Min length	10

Characters and Unicode

Total characters	377906
Distinct characters	24
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Hard Coral
2nd row	Nutrient Indicator Algae
3rd row	Hard Coral
4th row	Nutrient Indicator Algae
5th row	Hard Coral

Common Values

Value	Count	Frequency (%)
Hard Coral	11179	32.5%
Nutrient Indicator Algae	10961	31.9%
Fleshy Seaweed	218	0.6%
(Missing)	12035	35.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
hard	11179	20.1%
coral	11179	20.1%
nutrient	10961	19.7%
indicator	10961	19.7%
algae	10961	19.7%
fleshy	218	0.4%
seaweed	218	0.4%

Most occurring characters

Value	Count	Frequency (%)
a	44498	11.8%
r	44280	11.7%
	33319	8.8%
t	32883	8.7%
e	22794	6.0%
d	22358	5.9%
l	22358	5.9%
o	22140	5.9%
n	21922	5.8%
i	21922	5.8%
Other values (14)	89432	23.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	288910	76.5%
Uppercase Letter	55677	14.7%
Space Separator	33319	8.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	44498	15.4%
r	44280	15.3%
t	32883	11.4%
e	22794	7.9%
d	22358	7.7%
l	22358	7.7%
o	22140	7.7%
n	21922	7.6%
i	21922	7.6%
u	10961	3.8%
Other values (6)	22794	7.9%

Uppercase Letter

Value	Count	Frequency (%)
H	11179	20.1%
C	11179	20.1%
N	10961	19.7%
I	10961	19.7%
A	10961	19.7%
F	218	0.4%
S	218	0.4%

Space Separator

Value	Count	Frequency (%)
	33319	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	344587	91.2%
Common	33319	8.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	44498	12.9%
r	44280	12.9%
t	32883	9.5%
e	22794	6.6%
d	22358	6.5%
l	22358	6.5%
o	22140	6.4%
n	21922	6.4%
i	21922	6.4%
H	11179	3.2%
Other values (13)	78253	22.7%

Common

Value	Count	Frequency (%)
	33319	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	377906	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	44498	11.8%
r	44280	11.7%
	33319	8.8%
t	32883	8.7%
e	22794	6.0%
d	22358	5.9%
l	22358	5.9%
o	22140	5.9%
n	21922	5.8%
i	21922	5.8%
Other values (14)	89432	23.7%

Percent_Bleaching
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	2239
Distinct (%)	6.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.6322778

Minimum	0
Maximum	100
Zeros	16553
Zeros (%)	48.1%
Negative	0
Negative (%)	0.0%
Memory size	268.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.25
Q3	6.06
95-th percentile	69.212
Maximum	100
Range	100
Interquartile range (IQR)	6.06

Descriptive statistics

Standard deviation	20.205675
Coefficient of variation (CV)	2.0977047
Kurtosis	6.0030798
Mean	9.6322778
Median Absolute Deviation (MAD)	0.25
Skewness	2.587351
Sum	331282.93
Variance	408.26929
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	16553	48.1%
5.5	1180	3.4%
75	912	2.7%
0.25	882	2.6%
1	703	2.0%
0.5	678	2.0%
30.5	655	1.9%
5	483	1.4%
1.25	467	1.4%
0.75	397	1.2%
Other values (2229)	11483	33.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	16553	48.1%
0.01	26	0.1%
0.02	49	0.1%
0.03	2	< 0.1%
0.04	4	< 0.1%
0.05	16	< 0.1%
0.06	2	< 0.1%
0.08	6	< 0.1%
0.1	40	0.1%
0.11	2	< 0.1%

Value	Count	Frequency (%)
100	120	0.3%
99	5	< 0.1%
98.8	1	< 0.1%
98.5	2	< 0.1%
98.4	1	< 0.1%
98.3	1	< 0.1%
98	5	< 0.1%
97.5	2	< 0.1%
97.22	1	< 0.1%
97.02	1	< 0.1%

Windspeed
Real number (ℝ)

Distinct	18
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.7574733

Minimum	0
Maximum	15
Zeros	26
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	268.8 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	3
median	5
Q3	6
95-th percentile	8
Maximum	15
Range	15
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.069204
Coefficient of variation (CV)	0.43493759
Kurtosis	0.13167083
Mean	4.7574733
Median Absolute Deviation (MAD)	1
Skewness	0.40867645
Sum	163623.78
Variance	4.281605
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
4	6290	18.3%
5	6199	18.0%
6	5128	14.9%
3	4935	14.3%
2	3672	10.7%
7	3445	10.0%
8	1981	5.8%
1	1342	3.9%
9	854	2.5%
10	313	0.9%
Other values (8)	234	0.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	26	0.1%
1	1342	3.9%
2	3672	10.7%
2.89	3	< 0.1%
3	4935	14.3%
3.11	1	< 0.1%
4	6290	18.3%
5	6199	18.0%
6	5128	14.9%
7	3445	10.0%

Value	Count	Frequency (%)
15	6	< 0.1%
14	15	< 0.1%
13	26	0.1%
12	54	0.2%
11	103	0.3%
10	313	0.9%
9	854	2.5%
8	1981	5.8%
7	3445	10.0%
6	5128	14.9%

SSTA
Real number (ℝ)

HIGH CORRELATION

Distinct	614
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.27975693

Minimum	-4.26
Maximum	5.9
Zeros	339
Zeros (%)	1.0%
Negative	12056
Negative (%)	35.1%
Memory size	268.8 KiB

Quantile statistics

Minimum	-4.26
5-th percentile	-1.08
Q1	-0.22
median	0.27
Q3	0.78
95-th percentile	1.6
Maximum	5.9
Range	10.16
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.83138111
Coefficient of variation (CV)	2.9717981
Kurtosis	2.2250301
Mean	0.27975693
Median Absolute Deviation (MAD)	0.49
Skewness	0.23245434
Sum	9621.68
Variance	0.69119454
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	339	1.0%
0.51	263	0.8%
0.42	249	0.7%
0.46	249	0.7%
0.36	243	0.7%
0.38	233	0.7%
0.15	232	0.7%
0.3	232	0.7%
0.01	227	0.7%
0.16	224	0.7%
Other values (604)	31902	92.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-4.26	2	< 0.1%
-4.05	1	< 0.1%
-4	1	< 0.1%
-3.88	1	< 0.1%
-3.86	2	< 0.1%
-3.78	1	< 0.1%
-3.7	1	< 0.1%
-3.65	2	< 0.1%
-3.64	1	< 0.1%
-3.62	1	< 0.1%

Value	Count	Frequency (%)
5.9	1	< 0.1%
5.48	1	< 0.1%
5.4	1	< 0.1%
5.14	1	< 0.1%
5.1	3	< 0.1%
5.05	3	< 0.1%
4.92	2	< 0.1%
4.84	1	< 0.1%
4.83	1	< 0.1%
4.82	2	< 0.1%

SSTA_Frequency
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	386
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.6623822

Minimum	0
Maximum	52
Zeros	1651
Zeros (%)	4.8%
Negative	0
Negative (%)	0.0%
Memory size	268.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.33
Q1	3
median	6
Q3	11
95-th percentile	19.25
Maximum	52
Range	52
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	6.1127268
Coefficient of variation (CV)	0.79775802
Kurtosis	2.5297892
Mean	7.6623822
Median Absolute Deviation (MAD)	4
Skewness	1.2763879
Sum	263532.31
Variance	37.365429
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4	2637	7.7%
3	2543	7.4%
5	2394	7.0%
2	2386	6.9%
1	2204	6.4%
6	1839	5.3%
7	1798	5.2%
8	1664	4.8%
0	1651	4.8%
9	1537	4.5%
Other values (376)	13740	39.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1651	4.8%
0.11	1	< 0.1%
0.17	8	< 0.1%
0.2	2	< 0.1%
0.25	31	0.1%
0.33	57	0.2%
0.4	4	< 0.1%
0.5	26	0.1%
0.6	4	< 0.1%
0.67	62	0.2%

Value	Count	Frequency (%)
52	11	< 0.1%
50	1	< 0.1%
49	5	< 0.1%
48	2	< 0.1%
47	4	< 0.1%
45	1	< 0.1%
44.75	1	< 0.1%
42	1	< 0.1%
40	2	< 0.1%
39	4	< 0.1%

SSTA_DHW
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	1621
Distinct (%)	4.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.0387102

Minimum	0
Maximum	53.6
Zeros	12022
Zeros (%)	35.0%
Negative	0
Negative (%)	0.0%
Memory size	268.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1.35
Q3	4.31
95-th percentile	10.8
Maximum	53.6
Range	53.6
Interquartile range (IQR)	4.31

Descriptive statistics

Standard deviation	4.6351054
Coefficient of variation (CV)	1.5253529
Kurtosis	25.018058
Mean	3.0387102
Median Absolute Deviation (MAD)	1.35
Skewness	3.9162547
Sum	104510.36
Variance	21.484202
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	12022	35.0%
1	232	0.7%
1.05	206	0.6%
1.02	196	0.6%
1.08	192	0.6%
1.06	178	0.5%
1.03	177	0.5%
1.01	171	0.5%
1.12	160	0.5%
1.04	152	0.4%
Other values (1611)	20707	60.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12022	35.0%
0.13	8	< 0.1%
0.15	4	< 0.1%
0.16	10	< 0.1%
0.17	15	< 0.1%
0.19	5	< 0.1%
0.2	6	< 0.1%
0.21	20	0.1%
0.23	5	< 0.1%
0.25	54	0.2%

Value	Count	Frequency (%)
53.6	1	< 0.1%
52.8	1	< 0.1%
51.11	6	< 0.1%
50.31	1	< 0.1%
49.99	1	< 0.1%
49.32	1	< 0.1%
49.3	1	< 0.1%
48.55	1	< 0.1%
47.73	1	< 0.1%
47.69	2	< 0.1%

TSA
Real number (ℝ)

HIGH CORRELATION

Distinct	1040
Distinct (%)	3.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.96135347

Minimum	-11.97
Maximum	5.9
Zeros	158
Zeros (%)	0.5%
Negative	24481
Negative (%)	71.2%
Memory size	268.8 KiB

Quantile statistics

Minimum	-11.97
5-th percentile	-4.02
Q1	-1.81
median	-0.71
Q3	0.13
95-th percentile	1.23
Maximum	5.9
Range	17.87
Interquartile range (IQR)	1.94

Descriptive statistics

Standard deviation	1.6480858
Coefficient of variation (CV)	-1.7143391
Kurtosis	2.632619
Mean	-0.96135347
Median Absolute Deviation (MAD)	0.93
Skewness	-1.0063621
Sum	-33063.83
Variance	2.716187
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.59	241	0.7%
-0.14	213	0.6%
0.14	205	0.6%
-1.06	199	0.6%
-1.19	192	0.6%
-0.53	191	0.6%
-0.29	178	0.5%
0.29	173	0.5%
-0.91	169	0.5%
0.53	167	0.5%
Other values (1030)	32465	94.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-11.97	1	< 0.1%
-11.65	1	< 0.1%
-11.04	2	< 0.1%
-11.03	2	< 0.1%
-11.02	3	< 0.1%
-10.9	1	< 0.1%
-10.88	1	< 0.1%
-10.84	1	< 0.1%
-10.83	2	< 0.1%
-10.66	4	< 0.1%

Value	Count	Frequency (%)
5.9	1	< 0.1%
5.37	1	< 0.1%
5.24	1	< 0.1%
5.1	3	< 0.1%
5.06	3	< 0.1%
4.92	2	< 0.1%
4.85	1	< 0.1%
4.83	1	< 0.1%
4.81	2	< 0.1%
4.79	2	< 0.1%

TSA_Frequency
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	197
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0827395

Minimum	0
Maximum	29
Zeros	11111
Zeros (%)	32.3%
Negative	0
Negative (%)	0.0%
Memory size	268.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	3
95-th percentile	7
Maximum	29
Range	29
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	3.0108187
Coefficient of variation (CV)	1.445605
Kurtosis	20.823498
Mean	2.0827395
Median Absolute Deviation (MAD)	1
Skewness	3.7768935
Sum	71631.66
Variance	9.065029
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11111	32.3%
1	6042	17.6%
2	4575	13.3%
3	3179	9.2%
4	2271	6.6%
5	1038	3.0%
6	818	2.4%
7	551	1.6%
8	356	1.0%
0.33	258	0.8%
Other values (187)	4194	12.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11111	32.3%
0.12	17	< 0.1%
0.14	10	< 0.1%
0.17	42	0.1%
0.2	28	0.1%
0.25	169	0.5%
0.29	14	< 0.1%
0.33	258	0.8%
0.38	22	0.1%
0.4	25	0.1%

Value	Count	Frequency (%)
29	2	< 0.1%
28	1	< 0.1%
27	2	< 0.1%
26.5	1	< 0.1%
26	5	< 0.1%
25	45	0.1%
24	42	0.1%
23.8	1	< 0.1%
23	43	0.1%
22	41	0.1%

TSA_DHW
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	1119
Distinct (%)	3.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.2716096

Minimum	0
Maximum	52.45
Zeros	23322
Zeros (%)	67.8%
Negative	0
Negative (%)	0.0%
Memory size	268.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1.19
95-th percentile	6.13
Maximum	52.45
Range	52.45
Interquartile range (IQR)	1.19

Descriptive statistics

Standard deviation	3.5796208
Coefficient of variation (CV)	2.8150312
Kurtosis	66.746043
Mean	1.2716096
Median Absolute Deviation (MAD)	0
Skewness	7.0039673
Sum	43734.47
Variance	12.813685
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	23322	67.8%
1.06	172	0.5%
1.01	138	0.4%
1	135	0.4%
1.03	112	0.3%
1.07	109	0.3%
1.2	108	0.3%
1.02	106	0.3%
1.18	106	0.3%
1.04	105	0.3%
Other values (1109)	9980	29.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	23322	67.8%
0.13	10	< 0.1%
0.14	1	< 0.1%
0.17	5	< 0.1%
0.18	1	< 0.1%
0.19	8	< 0.1%
0.2	7	< 0.1%
0.21	7	< 0.1%
0.22	1	< 0.1%
0.23	8	< 0.1%

Value	Count	Frequency (%)
52.45	1	< 0.1%
50.63	6	< 0.1%
49.4	1	< 0.1%
48.96	1	< 0.1%
48.9	1	< 0.1%
47.52	2	< 0.1%
47.45	1	< 0.1%
46.99	1	< 0.1%
46.81	2	< 0.1%
46.79	1	< 0.1%

Date
Date

Distinct	4405
Distinct (%)	12.8%
Missing	0
Missing (%)	0.0%
Memory size	268.8 KiB

Minimum	1983-01-15 00:00:00
Maximum	2019-12-22 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

Temperature_C
Real number (ℝ)

HIGH CORRELATION

Distinct	1142
Distinct (%)	3.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	28.225385

Minimum	13.89
Maximum	37.29
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	268.8 KiB

Quantile statistics

Minimum	13.89
5-th percentile	24.57
Q1	27.18
median	28.56
Q3	29.59
95-th percentile	30.79
Maximum	37.29
Range	23.4
Interquartile range (IQR)	2.41

Descriptive statistics

Standard deviation	1.9805506
Coefficient of variation (CV)	0.070169126
Kurtosis	2.1614418
Mean	28.225385
Median Absolute Deviation (MAD)	1.17
Skewness	-1.0366511
Sum	970755.68
Variance	3.9225808
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
29.02	173	0.5%
29.82	167	0.5%
28.77	154	0.4%
28.2	152	0.4%
28.89	145	0.4%
28.11	137	0.4%
29.45	137	0.4%
29.33	136	0.4%
28.42	136	0.4%
28.67	134	0.4%
Other values (1132)	32922	95.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
13.89	1	< 0.1%
14.03	1	< 0.1%
14.48	1	< 0.1%
14.58	1	< 0.1%
14.61	1	< 0.1%
15.11	1	< 0.1%
15.68	1	< 0.1%
16.17	1	< 0.1%
16.38	3	< 0.1%
16.51	1	< 0.1%

Value	Count	Frequency (%)
37.29	1	< 0.1%
37.11	1	< 0.1%
36.84	1	< 0.1%
36.67	1	< 0.1%
36.61	1	< 0.1%
36.56	1	< 0.1%
36.05	1	< 0.1%
35.66	1	< 0.1%
34.99	1	< 0.1%
34.61	1	< 0.1%

Temperature_Maximum_C
Real number (ℝ)

Distinct	632
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	31.984561

Minimum	27.23
Maximum	39.99
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	268.8 KiB

Quantile statistics

Minimum	27.23
5-th percentile	29.866
Q1	31.27
median	31.95
Q3	32.63
95-th percentile	33.77
Maximum	39.99
Range	12.76
Interquartile range (IQR)	1.36

Descriptive statistics

Standard deviation	1.3025697
Coefficient of variation (CV)	0.040724952
Kurtosis	4.7953515
Mean	31.984561
Median Absolute Deviation (MAD)	0.68
Skewness	0.97306042
Sum	1100045
Variance	1.6966878
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
31.45	581	1.7%
31.24	467	1.4%
31.83	399	1.2%
31.14	382	1.1%
31.47	361	1.0%
32.37	345	1.0%
32.45	333	1.0%
32.32	330	1.0%
32.33	328	1.0%
33.05	307	0.9%
Other values (622)	30560	88.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
27.23	2	< 0.1%
27.33	1	< 0.1%
27.81	1	< 0.1%
27.89	1	< 0.1%
28.02	1	< 0.1%
28.07	1	< 0.1%
28.1	2	< 0.1%
28.17	2	< 0.1%
28.24	8	< 0.1%
28.27	5	< 0.1%

Value	Count	Frequency (%)
39.99	28	0.1%
39.61	1	< 0.1%
38.45	1	< 0.1%
38.01	14	< 0.1%
37.99	1	< 0.1%
37.98	8	< 0.1%
37.95	3	< 0.1%
37.93	9	< 0.1%
37.89	1	< 0.1%
37.86	84	0.2%

Bleaching_indicator
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	268.8 KiB

0	24249
1	10144

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	34393
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
0	24249	70.5%
1	10144	29.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	24249	70.5%
1	10144	29.5%

Most occurring characters

Value	Count	Frequency (%)
0	24249	70.5%
1	10144	29.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	34393	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	24249	70.5%
1	10144	29.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	34393	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	24249	70.5%
1	10144	29.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	34393	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	24249	70.5%
1	10144	29.5%

Exposure_cat
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	268.8 KiB

0.0	19394
1.0	12225
0.5	2774

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	103179
Distinct characters	4
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
0.0	19394	56.4%
1.0	12225	35.5%
0.5	2774	8.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	19394	56.4%
1.0	12225	35.5%
0.5	2774	8.1%

Most occurring characters

Value	Count	Frequency (%)
0	53787	52.1%
.	34393	33.3%
1	12225	11.8%
5	2774	2.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	68786	66.7%
Other Punctuation	34393	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	53787	78.2%
1	12225	17.8%
5	2774	4.0%

Other Punctuation

Value	Count	Frequency (%)
.	34393	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	103179	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	53787	52.1%
.	34393	33.3%
1	12225	11.8%
5	2774	2.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	103179	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	53787	52.1%
.	34393	33.3%
1	12225	11.8%
5	2774	2.7%

Auto

Heatmap
Table

	Bleaching_indicator	Cyclone_Frequency	Data_Source	Date_Day	Date_Month	Date_Year	Depth_m	Distance_to_Shore	Exposure	Exposure_cat	Latitude_Degrees	Longitude_Degrees	Ocean_Name	Percent_Bleaching	Realm_Name	SSTA	SSTA_DHW	SSTA_Frequency	Sample_ID	Site_ID	Substrate_Name	TSA	TSA_DHW	TSA_Frequency	Temperature_C	Temperature_Maximum_C	Turbidity	Windspeed
Bleaching_indicator	1.000	0.040	0.691	-0.037	0.032	-0.218	0.150	0.236	0.224	0.224	0.170	-0.225	0.324	0.838	0.322	0.120	0.217	0.116	0.187	0.065	0.020	0.156	0.298	0.146	0.113	-0.059	-0.055	0.042
Cyclone_Frequency	0.040	1.000	0.168	-0.009	0.126	-0.030	0.038	0.093	0.162	0.162	0.423	-0.096	0.283	0.052	0.191	-0.020	0.007	0.021	-0.068	0.257	0.042	0.076	0.028	-0.009	0.098	-0.019	0.003	0.046
Data_Source	0.691	0.168	1.000	0.036	-0.014	0.525	-0.134	-0.341	0.295	0.295	-0.378	0.433	0.349	-0.544	0.284	-0.013	-0.073	0.088	-0.516	-0.387	1.000	-0.094	-0.158	-0.013	-0.057	0.063	0.092	-0.069
Date_Day	-0.037	-0.009	0.036	1.000	-0.072	0.010	-0.012	-0.026	0.146	0.146	0.007	0.001	0.118	-0.037	0.091	-0.001	-0.007	-0.016	-0.018	-0.004	0.000	-0.038	-0.029	-0.032	-0.009	0.038	0.020	0.008
Date_Month	0.032	0.126	-0.014	-0.072	1.000	0.021	0.036	-0.016	0.126	0.126	0.122	-0.046	0.168	0.037	0.117	0.018	0.104	0.018	-0.067	0.071	0.026	0.076	0.114	-0.017	0.097	-0.057	-0.021	-0.020
Date_Year	-0.218	-0.030	0.525	0.010	0.021	1.000	-0.036	-0.204	0.147	0.147	-0.106	0.187	0.192	-0.236	0.184	0.080	0.059	0.271	-0.536	-0.049	0.188	0.036	-0.040	0.056	0.118	0.061	0.108	-0.190
Depth_m	0.150	0.038	-0.134	-0.012	0.036	-0.036	1.000	0.135	0.214	0.214	0.142	-0.063	0.161	0.166	0.161	0.002	0.009	0.036	0.117	0.102	0.022	0.035	0.058	0.077	0.058	-0.054	-0.138	0.004
Distance_to_Shore	0.236	0.093	-0.341	-0.026	-0.016	-0.204	0.135	1.000	0.053	0.053	0.041	-0.156	0.058	0.280	0.291	0.010	-0.015	-0.119	0.138	0.113	0.013	0.027	0.035	-0.052	0.040	0.048	0.065	0.048
Exposure	0.224	0.162	0.295	0.146	0.126	0.147	0.214	0.053	1.000	1.000	-0.178	0.137	0.274	-0.073	0.288	-0.004	0.002	0.030	0.008	-0.106	0.026	-0.014	-0.008	0.053	0.002	0.055	0.106	-0.032
Exposure_cat	0.224	0.162	0.295	0.146	0.126	0.147	0.214	0.053	1.000	1.000	0.280	-0.274	0.274	0.195	0.288	0.018	0.007	-0.038	0.137	0.170	0.026	0.034	0.009	-0.035	0.021	-0.095	-0.219	0.035
Latitude_Degrees	0.170	0.423	-0.378	0.007	0.122	-0.106	0.142	0.041	-0.178	0.280	1.000	-0.466	0.438	0.147	0.502	0.057	0.086	0.079	0.069	0.394	0.064	0.059	0.041	0.013	0.101	0.035	-0.047	0.002
Longitude_Degrees	-0.225	-0.096	0.433	0.001	-0.046	0.187	-0.063	-0.156	0.137	-0.274	-0.466	1.000	0.784	-0.244	0.631	0.013	0.074	0.136	-0.355	-0.280	0.072	-0.061	0.041	0.070	-0.086	0.035	0.319	-0.015
Ocean_Name	0.324	0.283	0.349	0.118	0.168	0.192	0.161	0.058	0.274	0.274	0.438	0.784	1.000	-0.361	0.688	0.018	0.045	0.124	-0.452	-0.378	0.026	-0.015	0.008	0.062	-0.067	0.020	0.114	-0.159
Percent_Bleaching	0.838	0.052	-0.544	-0.037	0.037	-0.236	0.166	0.280	-0.073	0.195	0.147	-0.244	-0.361	1.000	0.116	0.111	0.206	0.096	0.229	0.080	0.000	0.163	0.293	0.142	0.120	-0.046	-0.028	0.067
Realm_Name	0.322	0.191	0.284	0.091	0.117	0.184	0.161	0.291	0.288	0.288	0.502	0.631	0.688	0.116	1.000	0.037	0.005	-0.058	0.466	0.222	0.038	-0.044	-0.009	-0.030	-0.092	-0.206	-0.203	0.188
SSTA	0.120	-0.020	-0.013	-0.001	0.018	0.080	0.002	0.010	-0.004	0.018	0.057	0.013	0.018	0.111	0.037	1.000	0.344	0.205	-0.035	-0.019	0.020	0.604	0.213	0.145	0.478	-0.038	0.025	-0.170
SSTA_DHW	0.217	0.007	-0.073	-0.007	0.104	0.059	0.009	-0.015	0.002	0.007	0.086	0.074	0.045	0.206	0.005	0.344	1.000	0.544	-0.061	-0.065	0.000	0.316	0.644	0.402	0.241	0.008	0.119	-0.047
SSTA_Frequency	0.116	0.021	0.088	-0.016	0.018	0.271	0.036	-0.119	0.030	-0.038	0.079	0.136	0.124	0.096	-0.058	0.205	0.544	1.000	-0.192	-0.080	0.014	0.131	0.348	0.598	0.109	0.038	0.169	-0.059
Sample_ID	0.187	-0.068	-0.516	-0.018	-0.067	-0.536	0.117	0.138	0.008	0.137	0.069	-0.355	-0.452	0.229	0.466	-0.035	-0.061	-0.192	1.000	0.076	1.000	-0.063	-0.011	0.011	-0.153	-0.177	-0.286	0.273
Site_ID	0.065	0.257	-0.387	-0.004	0.071	-0.049	0.102	0.113	-0.106	0.170	0.394	-0.280	-0.378	0.080	0.222	-0.019	-0.065	-0.080	0.076	1.000	1.000	0.101	-0.013	-0.056	0.201	0.097	0.024	-0.106
Substrate_Name	0.020	0.042	1.000	0.000	0.026	0.188	0.022	0.013	0.026	0.026	0.064	0.072	0.026	0.000	0.038	0.020	0.000	0.014	1.000	1.000	1.000	0.006	0.001	0.012	0.010	0.006	-0.008	-0.008
TSA	0.156	0.076	-0.094	-0.038	0.076	0.036	0.035	0.027	-0.014	0.034	0.059	-0.061	-0.015	0.163	-0.044	0.604	0.316	0.131	-0.063	0.101	0.006	1.000	0.357	0.139	0.846	0.087	0.026	-0.347
TSA_DHW	0.298	0.028	-0.158	-0.029	0.114	-0.040	0.058	0.035	-0.008	0.009	0.041	0.041	0.008	0.293	-0.009	0.213	0.644	0.348	-0.011	-0.013	0.001	0.357	1.000	0.538	0.261	0.035	0.080	-0.030
TSA_Frequency	0.146	-0.009	-0.013	-0.032	-0.017	0.056	0.077	-0.052	0.053	-0.035	0.013	0.070	0.062	0.142	-0.030	0.145	0.402	0.598	0.011	-0.056	0.012	0.139	0.538	1.000	0.069	0.035	0.029	0.030
Temperature_C	0.113	0.098	-0.057	-0.009	0.097	0.118	0.058	0.040	0.002	0.021	0.101	-0.086	-0.067	0.120	-0.092	0.478	0.241	0.109	-0.153	0.201	0.010	0.846	0.261	0.069	1.000	0.429	0.159	-0.498
Temperature_Maximum_C	-0.059	-0.019	0.063	0.038	-0.057	0.061	-0.054	0.048	0.055	-0.095	0.035	0.035	0.020	-0.046	-0.206	-0.038	0.008	0.038	-0.177	0.097	0.006	0.087	0.035	0.035	0.429	1.000	0.382	-0.323
Turbidity	-0.055	0.003	0.092	0.020	-0.021	0.108	-0.138	0.065	0.106	-0.219	-0.047	0.319	0.114	-0.028	-0.203	0.025	0.119	0.169	-0.286	0.024	-0.008	0.026	0.080	0.029	0.159	0.382	1.000	-0.236
Windspeed	0.042	0.046	-0.069	0.008	-0.020	-0.190	0.004	0.048	-0.032	0.035	0.002	-0.015	-0.159	0.067	0.188	-0.170	-0.047	-0.059	0.273	-0.106	-0.008	-0.347	-0.030	0.030	-0.498	-0.323	-0.236	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	Site_ID	Sample_ID	Data_Source	Latitude_Degrees	Longitude_Degrees	Ocean_Name	Reef_ID	Realm_Name	Ecoregion_Name	Country_Name	State_Island_Province_Name	City_Town_Name	Distance_to_Shore	Exposure	Turbidity	Cyclone_Frequency	Date_Day	Date_Month	Date_Year	Depth_m	Substrate_Name	Percent_Bleaching	Windspeed	SSTA	SSTA_Frequency	SSTA_DHW	TSA	TSA_Frequency	TSA_DHW	Date	Temperature_C	Temperature_Maximum_C	Bleaching_indicator	Exposure_cat
0	2501	10324336	Donner	23.1630	-82.5260	Atlantic	NaN	Tropical Atlantic	Cuba and Cayman Islands	Cuba	Havana	Havana	8519.23	Exposed	0.0287	49.90	15	9	2005	10.00	NaN	50.20	8.0	-0.46	0.0	0.00	-0.80	0.00	0.00	2005-09-15	28.90	31.54	1	1.0
1	3467	10324754	Donner	-17.5750	-149.7833	Pacific	NaN	Eastern Indo-Pacific	Society Islands French Polynesia	French Polynesia	Society Islands	Moorea	1431.62	Exposed	0.0262	51.20	15	3	1991	14.00	NaN	50.70	2.0	1.29	0.5	0.26	1.29	0.25	0.26	1991-03-15	30.15	31.86	1	1.0
2	1794	10323866	Donner	18.3690	-64.5640	Atlantic	NaN	Tropical Atlantic	Hispaniola Puerto Rico and Lesser Antilles	United Kingdom	British Virgin Islands	Peter Island	182.33	Exposed	0.0429	61.52	15	1	2006	7.00	NaN	50.90	8.0	0.04	16.0	0.00	-2.64	7.00	0.00	2006-01-15	26.03	30.99	1	1.0
3	8647	10328028	Donner	17.7600	-64.5680	Atlantic	NaN	Tropical Atlantic	Hispaniola Puerto Rico and Lesser Antilles	United States	US Virgin Islands	St. Croix	313.13	Exposed	0.0424	65.39	15	4	2006	9.02	NaN	50.90	3.0	-0.07	22.0	0.00	-2.27	3.00	0.00	2006-04-15	26.46	30.92	1	1.0
4	8648	10328029	Donner	17.7690	-64.5830	Atlantic	NaN	Tropical Atlantic	Hispaniola Puerto Rico and Lesser Antilles	United States	US Virgin Islands	St. Croix	792.00	Exposed	0.0424	65.39	15	4	2006	12.50	NaN	50.90	3.0	0.00	16.0	0.00	-2.19	3.00	0.00	2006-04-15	26.55	30.61	1	1.0
5	2180	10324021	Donner	9.8220	-75.8910	Atlantic	NaN	Tropical Atlantic	Netherlands Antilles and south Caribbean	Colombia	Sucre	San Bernardo Islands	4569.60	Sometimes	0.0954	51.54	15	8	2005	11.50	NaN	51.00	1.0	0.27	5.0	4.28	0.17	2.00	2.21	2005-08-15	30.07	32.33	1	0.5
6	9298	10328657	Donner	17.8110	-64.6300	Atlantic	NaN	Tropical Atlantic	Hispaniola Puerto Rico and Lesser Antilles	United States	US Virgin Islands	St. Croix	2399.36	Exposed	0.0372	65.39	15	10	2005	27.70	NaN	51.30	6.0	0.29	19.0	11.61	0.25	6.00	6.89	2005-10-15	28.97	30.71	1	1.0
7	5371	10325106	Donner	-3.9900	39.7500	Indian	NaN	Western Indo-Pacific	Kenya and Tanzania coast	Kenya	Mombasa County	Mombasa Marine Park	1004.93	Sheltered	0.0432	42.61	15	5	1998	NaN	NaN	51.38	7.0	0.91	15.0	14.76	0.17	9.00	12.33	1998-05-15	28.73	31.15	1	0.0
8	9160	10328498	Donner	25.4250	-80.1610	Atlantic	NaN	Tropical Atlantic	Bahamas and Florida Keys	United States	Florida	Miami-Dade County	3920.39	Sometimes	0.1636	58.01	15	9	2005	4.05	NaN	51.40	8.0	0.35	3.0	1.53	-0.57	0.00	0.00	2005-09-15	29.47	32.40	1	0.5
9	499	10322424	Donner	-19.1975	146.8150	Pacific	NaN	Central Indo-Pacific	Central and northern Great Barrier Reef	Australia	Queensland	Middle Reef	2750.37	Sheltered	0.2197	43.52	15	3	1998	NaN	NaN	51.53	4.0	0.63	7.0	10.11	-0.17	5.00	7.96	1998-03-15	29.26	32.99	1	0.0

	Site_ID	Sample_ID	Data_Source	Latitude_Degrees	Longitude_Degrees	Ocean_Name	Reef_ID	Realm_Name	Ecoregion_Name	Country_Name	State_Island_Province_Name	City_Town_Name	Distance_to_Shore	Exposure	Turbidity	Cyclone_Frequency	Date_Day	Date_Month	Date_Year	Depth_m	Substrate_Name	Percent_Bleaching	Windspeed	SSTA	SSTA_Frequency	SSTA_DHW	TSA	TSA_Frequency	TSA_DHW	Date	Temperature_C	Temperature_Maximum_C	Bleaching_indicator	Exposure_cat
34383	2809	10319118	Reef_Check	19.0544	-68.9616	Atlantic	68.57.41.6W.19.3.15.7N	Tropical Atlantic	Hispaniola Puerto Rico and Lesser Antilles	Dominican Republic	El Seibo Province	Miches	2708.99	Exposed	0.0712	55.92	5	12	2009	13.2	Nutrient Indicator Algae	100.0	7.0	0.57	9.0	6.16	-0.99	3.0	3.59	2009-12-05	27.86	32.01	1	1.0
34384	3577	10314534	Reef_Check	-16.5427	-151.7408	Pacific	151.44.447W.16.32.562S	Eastern Indo-Pacific	Society Islands French Polynesia	French Polynesia	Society Islands	Bora Bora	357.92	Sheltered	0.0278	52.33	5	5	2019	2.0	Hard Coral	100.0	5.0	0.52	6.0	2.58	-0.11	1.0	1.36	2019-05-05	28.82	31.62	1	0.0
34385	3577	10314534	Reef_Check	-16.5427	-151.7408	Pacific	151.44.447W.16.32.562S	Eastern Indo-Pacific	Society Islands French Polynesia	French Polynesia	Society Islands	Bora Bora	357.92	Sheltered	0.0278	52.33	5	5	2019	2.0	Nutrient Indicator Algae	100.0	5.0	0.52	6.0	2.58	-0.11	1.0	1.36	2019-05-05	28.82	31.62	1	0.0
34386	8312	10321370	Reef_Check	10.1167	99.8444	Pacific	99.50.40E.10.7.0N	Central Indo-Pacific	Gulf of Thailand	Thailand	Surat Thani	Ko Pha-ngan District	73.88	Exposed	0.0565	50.27	27	5	2014	5.0	Hard Coral	100.0	2.0	1.40	2.0	1.37	1.26	1.0	1.33	2014-05-27	31.64	33.74	1	1.0
34387	8312	10321370	Reef_Check	10.1167	99.8444	Pacific	99.50.40E.10.7.0N	Central Indo-Pacific	Gulf of Thailand	Thailand	Surat Thani	Ko Pha-ngan District	73.88	Exposed	0.0565	50.27	27	5	2014	5.0	Nutrient Indicator Algae	100.0	2.0	1.40	2.0	1.37	1.26	1.0	1.33	2014-05-27	31.64	33.74	1	1.0
34388	9436	10318964	Reef_Check	18.3350	-64.8486	Atlantic	64.50.55W.18.20.06N	Tropical Atlantic	Hispaniola Puerto Rico and Lesser Antilles	United States	US Virgin Islands	St Thomas	49.16	Sheltered	0.0586	85.57	23	10	2005	3.0	Hard Coral	100.0	8.0	0.32	12.0	10.14	0.21	5.0	6.22	2005-10-23	28.96	30.52	1	0.0
34389	9436	10318964	Reef_Check	18.3350	-64.8486	Atlantic	64.50.55W.18.20.06N	Tropical Atlantic	Hispaniola Puerto Rico and Lesser Antilles	United States	US Virgin Islands	St Thomas	49.16	Sheltered	0.0586	85.57	23	10	2005	3.0	Nutrient Indicator Algae	100.0	8.0	0.32	12.0	10.14	0.21	5.0	6.22	2005-10-23	28.96	30.52	1	0.0
34390	9835	10290574	McClanahan	-13.5002	47.8825	Indian	NaN	Western Indo-Pacific	North Madagascar	Madagascar	Antsiranana Province	NaN	8768.03	Sometimes	0.0628	35.71	18	4	2016	14.0	NaN	100.0	5.0	0.63	9.0	5.81	0.59	4.0	4.44	2016-04-18	30.30	32.17	1	0.5
34391	12228	10274702	FRRP	24.5019	-81.6328	Atlantic	NaN	Tropical Atlantic	Bahamas and Florida Keys	United States	Florida	Monroe County	8170.00	Exposed	0.1203	58.42	10	9	2015	4.0	NaN	100.0	5.0	3.91	25.0	51.11	3.91	25.0	50.63	2015-09-10	30.61	32.89	1	1.0
34392	13057	10275554	FRRP	24.9542	-80.5458	Atlantic	NaN	Tropical Atlantic	Bahamas and Florida Keys	United States	Florida	Monroe County	1863.00	Sheltered	0.1703	62.54	7	10	2015	4.0	NaN	100.0	2.0	1.59	22.0	10.59	-0.57	5.0	7.16	2015-10-07	29.55	33.67	1	0.0

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Connector Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Lowercase Letter

Decimal Number

Other Punctuation

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII